Multi-view adversarial attack defending method for host intrusion detection by WANG Fei, QIAN Kehan, LYU Mingqi, ZHU Tiantian, CHEN Honglong

“…Specifically, a malicious node recall rate exceeding 80% is achieved under typical adversarial attacks, representing a 23% increase over existing single-model defense methods. Additionally, the false alarm rate is maintained below 10%, substantiating the efficacy of the migration analysis-based fusion strategy for robustness enhancement…”
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Modeling the Analysis of the Financial Result of an Entity by Alexandra A. Derbicheva

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Benchmarking Analysis of Railway Infrastructure Managers: A Hybrid Principal Component Analysis (PCA), Grey Best–Worst Method (G-BWM), and Assurance Region Data Envelopment Analysis (AR-DEA) Model by Snežana Tadić, Aida Kalem, Mladen Krstić, Nermin Čabrić, Adisa Medić, Miloš Veljović

“…To address these challenges, this study proposes a hybrid benchmarking model that integrates Principal Component Analysis (PCA) to identify key performance indicators (KPIs) and reduce data dimensionality, the Grey Best–Worst Method (G-BWM) to determine KPI weight coefficients based on expert evaluations, and Assurance Region Data Envelopment Analysis (AR-DEA) to assess the relative efficiency of RIMs while incorporating real-world constraints. …”
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Méthodes et outils pour l’analyse des verbalisations : une contribution à l’analyse du modèle de l’interlocuteur dans la description d’itinéraires by Marion Wolff, Willemien Visser

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Valuing the Recreational Uses of Pakistan’s Wetlands: An Application of the Travel Cost Method by Iftikhar Hussain Adil, Ali Dehlavi

“…A basic version of the model applied to a subset of visitors using charter transportation allows analysis of impacts on welfare measurement from altering assumptions about embarkation points. …”
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An emotional classification method of Chinese short comment text based on ELECTRA by Shunxiang Zhang, Hongbin Yu, Guangli Zhu

“…The experimental results show that the proposed model has an efficiently improvement in accuracy and there are some discoveries about the training effect of the pre-training model on text sentiment analysis tasks.…”
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Sensitivity analysis of strength parameters and calculation of fatigue life of pantograph by ZHANG Wei, QI Wenyan, LUO Qun, CHEN Yang, ZHANG Chengzheng, MEI Guiming

“…Firstly, a pantograph finite element model was established to analyze the static strength and check the strength, and a sensitivity analysis of the upper frame was carried out using the response surface method. …”
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Combined mechanistic and machine learning method for construction of oil reservoir permeability map consistent with well test measurements by Evgenii Kanin, Alsu Garipova, Sergei Boronin, Vladimir Vanovskiy, Albert Vainshtein, Andrey Afanasyev, Andrei Osiptsov, Evgeny Burnaev

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Combining treatment effects from mixed populations in meta-analysis: a review of methods by Lorna Wheaton, Sandro Gsteiger, Stephanie Hubbard, Sylwia Bujkiewicz

“…Abstract Background Meta-analysis is a useful method for combining evidence from multiple studies to detect treatment effects that could perhaps not be identified in a single study. …”
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Effect of Initial Cable Tension on Cable-Stayed Bridge Performance and a New Construction Method by Hamid Dehghani, Ehsan Dehghani, Mehdi Sharifi, Seyed Rohollah Hoseini Vaez

“…Two case study bridge models with cables having different initial forces were tested using nonlinear static analysis under gravitational force and nonlinear dynamic analysis under transient moving loads. …”
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“AMICO” (Account Method of Infrastructures embodied CarbOn) for BIM by Federica Gallina, Roberto Giordano, Massimiliano Lo Turco, Benedetta Quaglio, Andrea Tomalini

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Uncertainty analysis in the design of Type-IV composite pressure vessels for hydrogen storage by Yao Koutsawa, Lyazid Bouhala

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Predictive Modeling and Optimization of Hot Forging Parameters for AISI 1045 Ball Joints Using Taguchi Methodology and Finite Element Analysis by Naiyanut Jantepa, Nattarawee Siripath, Surasak Suranuntchai

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Promoting the sustainable development of the provincial electricity spot market: supervision obstacle identification, analysis, and solutions based on the ISM-DEMATEL model by Yi Li, Wulei Xue, Yi Zhang, Xiande Zheng, Liumao Yang

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Detailed Analysis of the First Chapter of “New Method for the Double Bass” (Franz Simandl), Book 1 by Hande Tokgöz

“…This study is descriptive in nature and the content analysis model, one of the qualitative research methods, was preferred during its execution. …”
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Investigation of lump, breather and multi solitonic wave solutions to fractional nonlinear dynamical model with stability analysis by M.A. El-Shorbagy, Sonia Akram, Mati ur Rahman

“…Our findings demonstrate the potential of using soliton theory and advanced nonlinear analysis methods to enhance the performance of telecommunication systems.…”
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Numerical Analysis of a Class of Fractional-Order Nonlinearity Anomalous Subdiffusion Systems by Yajuan Gu, Hu Wang, Yongguang Yu

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COMPARISON OF AUTOREGRESSIVE MODEL WITH MISSING DATA TREATED USING ORDINARY LEAST SQUARES AND INTERPOLATION WITH WEIGHTING METHOD by Syifani Akmaliah, Dianne Amor Kusuma, Budi Nurani Ruchjana

“…The first-order AR estimation parameter model was estimated using the OLS method and then used to overcome missing data using both methods with weighting using R software. …”
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A Novel Method of Parameter Identification for Lithium-Ion Batteries Based on Elite Opposition-Based Learning Snake Optimization by Wuke Li, Ying Xiong, Shiqi Zhang, Xi Fan, Rui Wang, Patrick Wong

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Analysis of the Double Head Streamer Discharge Simulation under Different Pressures by Maha .F. Abdulameer, Thamer H. Khalaf

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